Surf is answering right now. Last checked 14 min ago. 404 installs a week from pypi. It exposes 2 tools. Last commit 17 Sep 2026.
Point Gecko at an OpenAPI spec; get first-call-correct, auth-hidden agent tools.
Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 1 September 2026. No other catalogue keeps this.
We read the source, 23 h ago · tools taken from the live server · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
return subprocess.run(argv, shell=False, capture_output=True, text=True)
execFileSync(binary, process.argv.slice(2), { stdio: "inherit" });
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 14 min ago.
claude mcp add surf --transport http https://mcp.geckovision.tech/mcp
{
"mcpServers": {
"surf": {
"url": "https://mcp.geckovision.tech/mcp"
}
}
}
[mcp_servers.surf]
url = "https://mcp.geckovision.tech/mcp"
{
"mcpServers": {
"surf": {
"url": "https://mcp.geckovision.tech/mcp"
}
}
}
{
"mcpServers": {
"surf": {
"url": "https://mcp.geckovision.tech/mcp"
}
}
}
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
comprehend_api
list_surfaces
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://mcp.geckovision.tech/mcp | streamable-http | answering | 1043 ms | 14 min ago |
Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.
Public HTAG discovery for MCP tools, API endpoints, OpenAPI ops, and agents.
Security-first MCP server that connects any OpenAPI, GraphQL, gRPC or SOAP API to AI agents.
Load OpenAPI 2.x/3.x specs and expose generic tools to discover and call multiple APIs.
Call the real API and check the response against your OpenAPI spec.
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
MCP server that converts OpenAPI specs into tools which can query API endpoints
Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
Answers built from our own checks of this server.